Well in a nutshell, Batchelor explains that Buddha (in his lifetime) did not develop the principles and concepts of what became known as Buddhism as a religion.

That came after Buddha died. It has evolved into what many practice as a religion, but the original concepts - to use a modern term - were originally developed as "self improvement program" to live a more peaceful and productive life. Buddhism was never intended to be a religion.